He kicked a small pebble across the cracked pavement, watching it disappear into the shadows. The words still echoed in his mind: "I'm a dog walker, not a veterinarian." Alex, who'd looked up to his friend, Richard, for so long, felt his world had been turned upside down. Richard had always talked about intricate surgeries, life-saving procedures. Now, the man he'd admired felt like a stranger. The park, typically a source of comfort, suddenly felt desolate and empty, reflecting the emptiness he felt within.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210